Mapping Gene Markers for Apple Fruit Ring Rot Disease Resistance Using a Multi-omics Approach

G3 (Bethesda). 2019 May 7;9(5):1663-1678. doi: 10.1534/g3.119.400167.

Abstract

Apple fruit ring rot (FRR), caused by Botryosphaeria dothidea, is a worldwide disease that impacts Asian apple production regions. However, no substantial progress has thus far been made toward the mapping of candidate genes or the development of effective genetic makers. In this five-year study, the resistance of 1,733 F1 hybrids from the cross 'Jonathan' × 'Golden Delicious' was phenotyped by non-wounding inoculation with four B. dothidea isolates. We first conducted systematic comparison of different analytic strategies for bulk segregant analysis by re-sequencing (BSA-Seq) and obtained suitable one for outbreeding species such as Malus Forty-six quantitative trait loci (QTL) for resistance/susceptibility to the four isolates, including one QTL 'hotspot' on chromosome 14, were identified via BSA-Seq. Using integrated multi-omics strategies including RNA-sequencing, parental re-sequencing, BSA-Seq and meta-analysis of RNA-sequencing, fifty-seven candidate genes and corresponding functional mutations from the QTL were predicted. Functional mutations located on the candidate genes were validated using kompetitive allele-specific PCR in hybrids and Malus germplasm accessions with extremely resistant/susceptible phenotypes. Ten effective markers for apple ring rot were developed. The results provide an example of rapid candidate gene mapping for complex traits in outbreeding species.

Keywords: BSA-Seq; Botryosphaeria dothidea (Moug. ex Fr.) Ces. & De Not; Malus domestica Borkh.; RNA-Seq; multi-omics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Chromosome Mapping*
  • Disease Resistance / genetics*
  • Gene Expression Profiling
  • Gene Expression Regulation, Plant
  • Genes, Plant*
  • Genetic Markers*
  • Genome, Plant
  • Genomics
  • High-Throughput Nucleotide Sequencing
  • Host-Pathogen Interactions / genetics*
  • Malus / classification
  • Malus / genetics*
  • Malus / metabolism
  • Models, Theoretical
  • Phenotype
  • Phylogeny
  • Plant Diseases / genetics*
  • Plant Diseases / microbiology
  • Proteomics
  • Quantitative Trait Loci
  • Transcriptome

Substances

  • Genetic Markers